ChenRocks/UNITER

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Research code for ECCV 2020 paper "UNITER: UNiversal Image-TExt Representation Learning"

Stars: 799
Forks: 111
Open beginner issues: 0
Indexed issues: 46

Dominant language: Python
License: No license data
Last GitHub push: Jun 30, 2021
Latest indexed: Sep 14, 2026
Contributing guide: No contributing guide
Code of conduct: No code of conduct
Beginner labels: No beginner labels indexed
PR merge metrics: No merged PRs in 30d

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46 open issues indexed

Why use this restrict? How to do when batch size is small on my machine? Open

ChenRocks/UNITER#38 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 14, 2026
how to generate the image feature file? Open

ChenRocks/UNITER#41 · 9 comments · 4 reactions · 0 assignees · Indexed Sep 14, 2026
Difference between the conditional mechanism and the "Masked Language Modeling with Visual Clues" in VL-BERT Open

ChenRocks/UNITER#43 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
Image-text retrieval results can't be reproduced Open

ChenRocks/UNITER#44 · 1 comment · 4 reactions · 0 assignees · Indexed Sep 14, 2026
Retrieval time Open

ChenRocks/UNITER#45 · 1 comment · 1 reaction · 0 assignees · Indexed Sep 14, 2026
Vocabulary and single image-question pair prediction Open

ChenRocks/UNITER#46 · 2 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
Could you provide visualization code? Open

ChenRocks/UNITER#48 · 0 comments · 3 reactions · 0 assignees · Indexed Sep 14, 2026
broadcast_tensors get stuck Open

ChenRocks/UNITER#50 · 2 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
Preprocessing code for SNLI-VE Open

ChenRocks/UNITER#52 · 2 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
Uniter's IMG_ LABEL_ DIM Open

ChenRocks/UNITER#54 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 14, 2026
how to finetune in my own dataset? Open

ChenRocks/UNITER#55 · 3 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
the vocab file in uniter Open

ChenRocks/UNITER#56 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 14, 2026
pre-trained model Open

ChenRocks/UNITER#57 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 14, 2026
When I set num_worker=8, the following error will occurs Open

ChenRocks/UNITER#58 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
*.mdb file's consulting Open

ChenRocks/UNITER#59 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
Any faster feature extraction tools (better than the one in bottom-up-detection and lxmert)? Open

ChenRocks/UNITER#60 · 2 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
Is there code to reproduce the "Referring Expression Comprehension" results? Open

ChenRocks/UNITER#61 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
Could you share the finetuned weights for image-text retrieval? Open

ChenRocks/UNITER#62 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
prepare img / txt db code for CC / SBU Open

ChenRocks/UNITER#64 · 3 comments · 3 reactions · 0 assignees · Indexed Sep 14, 2026
Location features Open

ChenRocks/UNITER#65 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
Can't run preprocessing Open

ChenRocks/UNITER#66 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 14, 2026
Image Text Retrieval Loss Discussion Open

ChenRocks/UNITER#68 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
Hyperparameters for image feature extraction Open

ChenRocks/UNITER#69 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
AttributeError: 'DetectFeatLmdb' object has no attribute 'env' Open

ChenRocks/UNITER#70 · 5 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
img db gt features Open

ChenRocks/UNITER#71 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
if you are going to provid the code about extracting feature from a image? Open

ChenRocks/UNITER#72 · 8 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
Pretraining from scratch on small data Open

ChenRocks/UNITER#74 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
Is it possible to release model checkpoints pretrained on out-of-domain data (CC, SBU) only? Open

ChenRocks/UNITER#75 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
feature extraction with docker: RuntimeWarning: invalid value encountered in greater_equal Open

ChenRocks/UNITER#76 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
Is it possible to extract features using 11GB GPU? Open

ChenRocks/UNITER#78 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 14, 2026
ImportError: cannot import name 'MlmDatasetForVCR' from 'data' (/media/wangxiao/Samsung_P2/UNITER/data/__init__.py) Open

ChenRocks/UNITER#79 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
lmdb.Error: /userhome/UNITER/UNITER/img/coco_train2014/all: No such file or directory Open

ChenRocks/UNITER#80 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 14, 2026
Reproduce error: Non-existant physical address Open

ChenRocks/UNITER#82 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
is it hard to reimplement UNITER for reffering expression task? Open

ChenRocks/UNITER#83 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 14, 2026
How is re_coco_gt calculated? Difference between re_coco_det and re_coco_gt Open

ChenRocks/UNITER#84 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
SBU train/val splits Open

ChenRocks/UNITER#85 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
What is the gather index? Open

ChenRocks/UNITER#86 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 14, 2026
how to generate image feature from ground true? Open

ChenRocks/UNITER#87 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 14, 2026
Has anyone tried not to use a container environment? Open

ChenRocks/UNITER#88 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 14, 2026
How to judge the convergence of the pre-training model？ Open

ChenRocks/UNITER#89 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
which is not yet supported in this version of the container Open

ChenRocks/UNITER#90 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 14, 2026
Could not find the decoder in codes Open

ChenRocks/UNITER#91 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 14, 2026
AttributeError: 'Namespace' object has no attribute 'train_datasets' Open

ChenRocks/UNITER#92 · 2 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
pretrained model Open

ChenRocks/UNITER#94 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 14, 2026
Is the training data(nlvr2_train.tar) properly compressed? Open

ChenRocks/UNITER#95 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
Request for Access to Pre-trained UNITER Base Model Open

ChenRocks/UNITER#96 · 6 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026

ChenRocks/UNITER

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